Run
10045080

Run 10045080

Task 3987 (Supervised Classification) AP_Colon_Ovary Uploaded 22-01-2019 by KANKAN LAN
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Flow

sklearn.neighbors.classification.KNeighborsClassifier(33)Automatically created scikit-learn flow.
sklearn.neighbors.classification.KNeighborsClassifier(33)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(33)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(33)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(33)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(33)_n_jobs1
sklearn.neighbors.classification.KNeighborsClassifier(33)_n_neighbors5
sklearn.neighbors.classification.KNeighborsClassifier(33)_p2
sklearn.neighbors.classification.KNeighborsClassifier(33)_weights"uniform"

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9539 ± 0.0406
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8905 ± 0.0403
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7717 ± 0.0834
Cross-validation details (10-fold Crossvalidation)
KB relative information score
342.6557 ± 3.4262
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1455 ± 0.0359
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4835 ± 0.0015
Cross-validation details (10-fold Crossvalidation)
Number of instances
484
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8981 ± 0.0386
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8926 ± 0.0394
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9762
Cross-validation details (10-fold Crossvalidation)
Recall
0.8926 ± 0.0394
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3008 ± 0.0739
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4917 ± 0.0015
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2889 ± 0.0522
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5876 ± 0.1053
Cross-validation details (10-fold Crossvalidation)